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    <loc>https://www.kateeisenbergmd.com/blog</loc>
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    <lastmod>2020-05-11</lastmod>
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  <url>
    <loc>https://www.kateeisenbergmd.com/blog/some-thoughts-on-reopening</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-12</lastmod>
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  <url>
    <loc>https://www.kateeisenbergmd.com/blog/more-analysis-by-population-density</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-14</lastmod>
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      <image:title>Blog Main Page - More analysis of cases and deaths by population density</image:title>
      <image:caption>1) Changes in cases (yellow) and deaths (green) by population density for each US county, with the 10 longest arrows for eacd highlighted. Each arrow starts at a county’s 3/27/20 data and ends at the 4/11/20 data. X- and y-axis both on a log scale.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog Main Page - More analysis of cases and deaths by population density</image:title>
      <image:caption>2) Changes in cases (yellow) and deaths (green) per 1,000 population by population density for each US county with the 10 longest arrows for each highlighted. Each arrow starts at a county’s 3/27/20 data and ends at the 4/11/20 data. X- and y-axis both on a log scale.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog Main Page - More analysis of cases and deaths by population density</image:title>
      <image:caption>2) Changes in cases (yellow) and deaths (green) per 1,000 population by population density for each US county. Each arrow starts at a county’s 3/27/20 data and ends at the 4/11/20 data. X- and y-axis both on a log scale.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586793241437-9T79FW4L7OWHT73XYWX1/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - More analysis of cases and deaths by population density</image:title>
      <image:caption>Graph of cases by time since first local case for US counties with the top 10 increases in cases (yellow) and deaths (green) from 3/27/20 through 4/11/20.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586792140069-UHNEMAGWM4REHX204PZA/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - More analysis of cases and deaths by population density</image:title>
      <image:caption>1) Changes in cases (yellow) and deaths (green) by population density for each US county. Each arrow starts at a county’s 3/27/20 data and ends at the 4/11/20 data. X- and y-axis both on a log scale.</image:caption>
    </image:image>
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  <url>
    <loc>https://www.kateeisenbergmd.com/blog/testing-and-social-distancing-measures-by-state</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-10</lastmod>
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      <image:title>Blog Main Page - Testing and social distancing measures by state</image:title>
      <image:caption>Plot of tests done per 1,000 residents of each state, plotted against the % decrease in Retail and Recreation mobility from mid-February through April 5th, 2020. States are noted by their postal abbreviation and the letters are sized proportionate to the number of deaths through April 7th.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586550840002-7C36XH2BNW0NRP5CIHXR/state_performed_w_size_bigger.jpg</image:loc>
      <image:title>Blog Main Page - Testing and social distancing measures by state</image:title>
      <image:caption>Plot of the number of tests done per positive test result, plotted against the % decrease in Workplace mobility from mid-February through April 5th, 2020. States are noted by their postal abbreviation and the letters are sized proportionate to the number of deaths through April 7th.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586530237943-QTHZOP0GAJ1GQ1HAZ1GC/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Testing and social distancing measures by state</image:title>
      <image:caption>Plot of tests done per 1,000 residents of each state, plotted against the % decrease in Workplace mobility from mid-February through April 5th, 2020. States are noted by their postal abbreviation and the letters are sized proportionate to the number of deaths through April 7th.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586550505708-1NVVD9OE56K4KBFJ72PP/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Testing and social distancing measures by state</image:title>
      <image:caption>Plot of the number of tests done per positive test result, plotted against the % decrease in Transit mobility from mid-February through April 5th, 2020. States are noted by their postal abbreviation and the letters are sized proportionate to the number of deaths through April 7th.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586530208354-6QORZSQBZA8W5CS15HCZ/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Testing and social distancing measures by state</image:title>
      <image:caption>Plot of tests done per 1,000 residents of each state, plotted against the % decrease in Transit mobility from mid-February through April 5th, 2020. States are noted by their postal abbreviation and the letters are sized proportionate to the number of deaths through April 7th.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586550521963-TRY22O8E3242II1IP8ZH/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Testing and social distancing measures by state</image:title>
      <image:caption>Plot of the number of tests done per positive test result, plotted against the % decrease in Retail and Recreation mobility from mid-February through April 5th, 2020. States are noted by their postal abbreviation and the letters are sized proportionate to the number of deaths through April 7th.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586551393207-EK5L1RIRSP4KHVVRXJH4/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Testing and social distancing measures by state</image:title>
      <image:caption>Plot of the number of tests done per 1,000 population in each state against tests done per positive test result. States are again noted by their postal abbreviation and the letters are sized proportionate to the number of deaths through April 7th.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/updating-covid-19-for-navajo-counties</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-07</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586288996736-F3HJC3H0XP4JW8F2FPZF/cases_per_04_05_20_data_tall.jpg</image:loc>
      <image:title>Blog Main Page - Updating COVID-19 data for Navajo Counties</image:title>
      <image:caption>3) Coronavirus cases in Navajo counties and surrounding counties per 1,000 population</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586289203844-S7KW93AZE43OBTLSHFQB/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Updating COVID-19 data for Navajo Counties</image:title>
      <image:caption>1) Coronavirus cases in Navajo counties and surrounding counties over time</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586288787873-ROYMD4BCE8ADO66A8FIW/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Updating COVID-19 data for Navajo Counties</image:title>
      <image:caption>2) Coronavirus cases in Navajo counties and surrounding counties over time, with cases on a log scale</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586289796906-WITSF84FQKTXPPASLPGU/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Updating COVID-19 data for Navajo Counties</image:title>
      <image:caption>Cases of coronavirus per population over time, starting from the day the first case was diagnosed in each region, with cases per 1,000 population presented on a log scale.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/is-there-a-political-divide-in-how-the-covid-19-pandemic-has-moved-across-the-us</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586090514198-E9VDNUPGWR6SEPMWKX2X/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Is there a political divide in how the COVID-19 pandemic has moved across the US?</image:title>
      <image:caption>Plot of population density against known COVID-19 deaths per 1,000 population, both on a log scale. Color coding based on which candidate won the county in the 2016 election. The size of each dot is proportional to the number of ICU beds in that county.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586091106622-ICIE9XMUD4YX4VX0X9I1/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Is there a political divide in how the COVID-19 pandemic has moved across the US?</image:title>
      <image:caption>Plot of the percentage of a community over age 60 against known COVID-19 deaths per 1,000 population, with deaths on a log scale. Color coding based on which candidate won the county in the 2016 election.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586090130686-LDUD1JVTQT7VA7S0OTRJ/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Is there a political divide in how the COVID-19 pandemic has moved across the US?</image:title>
      <image:caption>Plot of population density against known COVID-19 cases per 1,000 population, both on a log scale. Color coding based on which candidate won the county in the 2016 election</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586090398538-XN640RH3Y8XDBKBAS1NM/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Is there a political divide in how the COVID-19 pandemic has moved across the US?</image:title>
      <image:caption>Plot of population density against known COVID-19 deaths per 1,000 population, both on a log scale. Color coding based on which candidate won the county in the 2016 election. The size of each dot is proportional to the number of medical and surgical hospital beds in that county.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586090257390-40CB8BBGTJ4PC30WMCAI/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Is there a political divide in how the COVID-19 pandemic has moved across the US?</image:title>
      <image:caption>Plot of population density against known COVID-19 deaths per 1,000 population, both on a log scale. Color coding based on which candidate won the county in the 2016 election</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1586091017454-KTYSZKNJ98MZWYWXYA2P/death_svi_pk.jpg</image:loc>
      <image:title>Blog Main Page - Is there a political divide in how the COVID-19 pandemic has moved across the US?</image:title>
      <image:caption>Plot of Social Vulnerability Index against known COVID-19 deaths per 1,000 population, with deaths on a log scale. Color coding based on which candidate won the county in the 2016 election.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/covid-19-in-the-navajo-nation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-07</lastmod>
    <image:image>
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      <image:title>Blog Main Page - COVID-19 in the Navajo Nation</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585832106477-1UW5Z6MTJR7MSMTXW01T/cases_per.jpg</image:loc>
      <image:title>Blog Main Page - COVID-19 in the Navajo Nation</image:title>
      <image:caption>Coronavirus cases per 1,000 residents in Navajo Counties and surrounding counties over time</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585914494518-5QV13Y2VSQVN19I0D7OW/income+movement+curves.JPG</image:loc>
      <image:title>Blog Main Page - COVID-19 in the Navajo Nation</image:title>
      <image:caption>From the NY Times: Changes in movement in response to coronavirus in high vs low income areas</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585914865665-HRJ392CSCTGC437BIAPP/svi_by_state.jpg</image:loc>
      <image:title>Blog Main Page - COVID-19 in the Navajo Nation</image:title>
      <image:caption>Social Vulnerability Index for Navajo counties, other counties in the same region, along with Seattle and NYC</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585832068781-GD9LYU3K0T190UJB0N7U/cases.jpg</image:loc>
      <image:title>Blog Main Page - COVID-19 in the Navajo Nation</image:title>
      <image:caption>Coronavirus cases in Navajo Counties and surrounding counties over time</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585913374165-RE8SPAXM60GYTF9BNDO8/pre_capita_first_21_days.jpg</image:loc>
      <image:title>Blog Main Page - COVID-19 in the Navajo Nation</image:title>
      <image:caption>Cases of coronavirus per population over time, starting from the day the first case was diagnosed in each region.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/analysis-of-covid19-deaths-by-population-density-and-social-vulnerability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585511884766-BJM4PJRTNQAMR2IBVK6F/density_deaths.jpg</image:loc>
      <image:title>Blog Main Page - Analysis of COVID19 Deaths by Population Density and Social Vulnerability</image:title>
      <image:caption>Plot of coronavirus deaths by population density at the county level.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585512315104-C9HEXRYTV6COX7QN7AZY/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Analysis of COVID19 Deaths by Population Density and Social Vulnerability</image:title>
      <image:caption>Coronavirus deaths per 1,000 population by population density at the county level.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585513283399-6U31PCD91YRC3246RN1T/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Analysis of COVID19 Deaths by Population Density and Social Vulnerability</image:title>
      <image:caption>Plot of the number of medical and surgical hospital beds by the Social Vulnerability Index by county. Dots for each county are sized proportionately to the number of coronavirus deaths per 1,000 population in that county.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585513612533-C0XHCD4UPSRZ65NBHX2N/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Analysis of COVID19 Deaths by Population Density and Social Vulnerability</image:title>
      <image:caption>Plot of the percentage of the population over age 60 by the Social Vulnerability Index by county. Dots for each county are sized proportionately to the number of coronavirus deaths per 1,000 population in that county.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585512916780-4CUHSIBSTYYWG16HYLMZ/svi_bed_deaths.jpg</image:loc>
      <image:title>Blog Main Page - Analysis of COVID19 Deaths by Population Density and Social Vulnerability</image:title>
      <image:caption>Plot of the number of medical and surgical hospital beds by the Social Vulnerability Index by county. Dots for each county are sized proportionately to the number of coronavirus deaths in that county.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/more-on-potential-routes-of-viral-spread-including-aerosolization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585486145541-NST35DXOJ1RBB49TWYVM/samples.JPG</image:loc>
      <image:title>Blog Main Page - More on potential routes of viral spread *including aerosolization*</image:title>
      <image:caption>Percentage of positive samples recovered in each room sampling. Bar patterns from the same room and individual sampled on multiple dates are identical. Reference here.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/where-are-we-really-along-those-curves-part-2-china</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585410437575-5K2LFZKP6FBUVXZDLTIE/Wuhan+curve+2.jpg</image:loc>
      <image:title>Blog Main Page - Where are we REALLY along those curves (Part 2 - China)</image:title>
      <image:caption>Figure 4. Four-period susceptible-exposed-infectious-recovered modeling of the Covid-19 epidemics in Wuhan.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585411305559-HRSO0QZUJYTG59X3Q578/Wuhan+curve+1.jpg</image:loc>
      <image:title>Blog Main Page - Where are we REALLY along those curves (Part 2 - China)</image:title>
      <image:caption>Figure 4. Four-period susceptible-exposed-infectious-recovered modeling of the Covid-19 epidemics in Wuhan.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/where-are-we-really-along-those-curves-part-1</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-26</lastmod>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/what-do-we-know-about-how-the-new-coronavirus-is-spread</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585055188508-40CF6WUXUT1HTX58RXD8/mall+cluster.jpg</image:loc>
      <image:title>Blog Main Page - What do we know about how the new coronavirus is spread?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585056246812-BSO1JRFFG6LGIG17R8ZG/Picture2.jpg</image:loc>
      <image:title>Blog Main Page - What do we know about how the new coronavirus is spread?</image:title>
      <image:caption>From The Lancet: Timeline of results from throat swabs and faecal samples through the course of disease for 41 patients with SARS-CoV-2 RNA positive faecal samples, January to March, 2020</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1585053357813-YP6C2BEOWFX1NF3TGUOG/Picture1.jpg</image:loc>
      <image:title>Blog Main Page - What do we know about how the new coronavirus is spread?</image:title>
      <image:caption>From NEJM: Viability of SARS-CoV-1 and SARS-CoV-2 in Aerosols and on Various Surfaces.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/transmission-between-cities</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-23</lastmod>
  </url>
  <url>
    <loc>https://www.kateeisenbergmd.com/blog/why-to-flatten-the-curve</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1584929052378-NTOZTC11POSW0RMYS6UU/St+Louis.jpg</image:loc>
      <image:title>Blog Main Page - Why to Flatten the Curve</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e763baae4d89810b0bac12e/1584929955500-SCCSIDNDNF2TB64OY3MP/image-asset.jpeg</image:loc>
      <image:title>Blog Main Page - Why to Flatten the Curve</image:title>
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      <image:caption>From the CDC report: Coronavirus disease 2019 (COVID-19) hospitalizations, intensive care unit (ICU) admissions, and deaths, by age group — United States, February 12– March 16, 2020</image:caption>
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